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Cloud Data Lakes - The Future of Large Scale Data Analysis

Tom Tunguz

This modern architecture for data analysis, operational metrics, and machine learning enables companies to process data in new ways. The conference features talks from practitioners and open-source leaders from the ecosystem from Netflix, Microsoft, Expedia, AWS, and Preset.

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Top 10 Trends for Data in 2024

Tom Tunguz

Whether it’s data being used inside applications, feeding machine learning models, or downstream analysis, companies are increasingly reliant on this data, and that’s not changing. The Semantic Model Becomes a Must-Have: Semantic models unify a single definition across an organization for a particular metric.

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Cloud Data Lakes - The Keystone to the Decade of Data

Tom Tunguz

Mai-Lan Tomsen Bukovec, Global Vice President for AWS Storage will deliver one of the keynotes. Cloud data lakes are a key technology enabling the innovation in analytics and machine learning. Data modelling companies create single definitions of metrics for consistency across organizations.

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State of the Cloud 2019: Europa Edition with Alex Ferrara, Bessemer Venture Partners (Video + Transcript)

SaaStr

What I’m going to do is talk a little bit about what we’ve seen over the course of the last year and then also talk about some metrics we track or we encourage our founders to track as they’re building their businesses, and then, lastly, try to go through a few predictions for the next couple of years.

Cloud 113
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Salesforce’s Mike Kreaden on how to build a platform to drive growth

Intercom, Inc.

Machine learning can get the right message or recommendation out in a responsive way – not just from the customer’s next best action, but from the sales perspective, too. But I think that Salesforce helped to establish the business optics – if not the metrics and KPIs – that are needed to actually effectively run a business.

Scale 151
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Serverless with AWS Lambda: Reducing metrics reporting lag from hours to seconds at ReSci

ReSci

Author: Avi Sanadhya, ReSci Platform Engineering Team At Retention Science we deliver personalized marketing campaigns powered by machine learning to drive a deeper level of customer engagement. The post Serverless with AWS Lambda: Reducing metrics reporting lag from hours to seconds at ReSci appeared first on ReSci.

AWS 40
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Intercom’s Fergal Reid and Ciaran Lee on the making of Resolution Bot

Intercom, Inc.

We sat down for a chat with our own Fergal Reid, Principal Machine Learning Engineer, to learn why Answer Bot had to evolve past simply answering questions to focus on solving problems at scale. Fergal Reid: I lead the Machine Learning team at Intercom. Ultimately we developed what we called a “resolution metric.”